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Markov point processes and their applications / M.N.M. van Lieshout.
- Format:
- Book
- Author/Creator:
- Van Lieshout, M. N. M.
- Language:
- English
- Subjects (All):
- Markov processes.
- Spatial analysis (Statistics).
- Stochastic geometry.
- Physical Description:
- 1 online resource (viii, 175 p. ) ill.
- Place of Publication:
- London : Imperial College Press, c2000.
- Language Note:
- English
- Summary:
- This text employs a stochastic approach to studying Markov object processes, showing that they form a flexible class of models for a range of problems involving the interpretation of spatial data. Applications can be found in many fields of study.
- Contents:
- Part 1 Point processes: the Poisson process; finite point processes; interior and exterior conditioning. Part 2 Markov point processes: Ripley-Kelly Markov point processes; marked point processes; nearest-neighbour Markov point processes. Part 3 Statistics for Markov point processes: simulation; parameter estimation. Part 4 Applications: modelling of spatial patterns; higher-level vision.
- Notes:
- Bibliographic Level Mode of Issuance: Monograph
- Includes bibliographical references (p. 157-172) and index.
- ISBN:
- 9781860949760
- 1860949762
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